Design Choices That Matter: A Functional ANOVA Analysis for Remote Sensing Multi-Label Classification

This repository is organized into two main directories: DATA/ and Results/. DATA/Contains the input datasets. These files include the structured configuration–performance tables required to perform the functional ANOVA (fANOVA) analysis. results/Contains all outputs generated from the experiments. This directory is further divided into two subdirectories: EXP1/Includes the results of the first experiment, where fANOVA was applied to analyze the contribution of different pipeline components. This folder contains: Raw fANOVA output files (e.g., variance decompositions and importance scores) Generated visualizations such as bar plots, heatmaps, and other figures summarizing main and interaction effects EXP2/Contains the corresponding outputs for the second experiment, following the same structure as EXP1/. It includes: fANOVA result files Visualization artifacts illustrating the importance of components and their interactions